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ds-plan - Data Profiling and Analysis Planning

Profile data and create analysis task breakdown based on specifications

Tags

Updated: 2026-05-28

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • read spec file
  • profile data structure
  • calculate statistics
  • check missing values
  • detect duplicates
  • identify outliers
  • analyze value distributions
  • document data issues
  • create task list
  • write plan document

Inputs

  • spec file
  • data sources

Outputs

  • data profile
  • plan document
  • quality issues list

Requirements

  • /ds-brainstorm completion

Source

  • Spec: SKILL.md
data science
data profiling
workflow
planning
quality assurance
read spec file
profile data structure
calculate statistics
check missing values
spec file
data sources
data profile
plan document
quality issues list